{"id":"W2130656986","doi":"10.1136/jech.57.10.783","title":"Understanding the functional components of public health surveillance","year":2003,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Canada; University of Ottawa","funders":"European Science Foundation","keywords":"Medicine; Public health; Process (computing); Quality (philosophy); Data collection; Developing country; Risk analysis (engineering); Process management; Environmental health; Business; Computer science; Pathology; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01762537,0.0008774017,0.0003728271,0.004552201,0.001749102,0.009141703,0.002289305,0.002564014,0.00833168],"category_scores_gemma":[0.04361335,0.0009668003,0.0007598888,0.003101427,0.005100234,0.012232,0.002822216,0.001783899,0.00117938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004489003,"about_ca_system_score_gemma":0.004933704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01880967,"about_ca_topic_score_gemma":0.008389822,"domain_scores_codex":[0.9872357,0.008157863,0.0007396327,0.0007938636,0.002175187,0.0008976866],"domain_scores_gemma":[0.9595476,0.02714797,0.002653624,0.003084283,0.006413947,0.001152569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005458026,0.0001283693,0.04465668,0.0006839614,0.00009056922,0.0002620787,0.003625909,0.01186918,0.001063389,0.7902483,0.007324974,0.1399919],"study_design_scores_gemma":[0.0000323647,0.0002298794,0.05962998,0.001491572,0.0001335303,0.0008363571,0.008431033,0.06348753,0.00216923,0.7061912,0.1572379,0.0001292819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.07958579,0.003690764,0.6115836,0.07764538,0.0005075519,0.001443155,0.001626777,0.001460095,0.222457],"genre_scores_gemma":[0.7260603,0.003098669,0.2545908,0.002038968,0.0005090971,0.0008008655,0.001187601,0.0001215145,0.01159206],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01880967,"threshold_uncertainty_score":0.09321302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7412335562307799,"score_gpt":0.5511325868998803,"score_spread":0.1901009693308996,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}